AIU Hypothesis Testing


Using survey responses from the AIU data set, complete the following requirements in the form of a 2-page report: 
TEST #1
Perform the following two-tailed hypothesis test, using a .05 significance level: 
• Intrinsic by Gender
• State the null and an alternate statement for the test
• Use Microsoft Excel (Data Analysis Tools) to process your data and run the appropriate test. Copy and paste the results of the output to your report in Microsoft Word.
• Identify the significance level, the test statistic, and the critical value.
• State whether you are rejecting or failing to reject the null hypothesis statement.
• Explain how the results could be used by the manager of the company. 
TEST #2
Perform the following two-tailed hypothesis test, using a .05 significance level: 
• Extrinsic variable by Position Type
• State the null and an alternate statement for the test
• Use Microsoft Excel (Data Analysis Tools) to process your data and run the appropriate test.
• Copy and paste the results of the output to your report in Microsoft Word.
• Identify the significance level, the test statistic, and the critical value.
• State whether you are rejecting or failing to reject the null hypothesis statement.
• Explain how the results could be used by the manager of the company. 
GENERAL ANALYSIS (Research Required)
Using your textbook or other appropriate college-level resources: 
• Explain when to use a t-test and when to use a z-test. Explore the differences.
• Discuss why samples are used instead of populations

Data:
Gender Age Department Position Tenure Job Satisfaction Intrinsic Extrinsic Benefits
1 1 1 1 3 4.9 6.4 5.5 5.4
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 2 2 1 4.9 5.3 5.7 2.3
1 1 3 1 1 5.2 4.7 5.6 4.5
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 2 1 2 6.9 5.4 4.1 4.8
1 1 1 1 3 6.8 6.4 4.8 4.7
1 1 2 1 2 2.2 4.7 4.7 4.7
1 1 1 1 3 3.4 5.2 5.4 5.4
1 2 2 1 2 6.5 5.3 2.9 3.7
1 2 1 1 3 4.8 5.3 5.5 5.2
1 2 2 1 3 3.8 6.4 3.9 6.4
1 2 1 1 2 5.2 5.2 5.8 5.2
1 2 2 1 2 3.4 5.2 5.2 5.3
1 3 1 1 1 5.5 6.4 5.8 4.7
1 3 2 1 1 2.4 5.2 5.9 6.4
1 3 3 1 1 3.5 5.3 6.4 5.2
1 3 3 1 2 6.9 4.7 5.7 4.7
1 3 3 1 2 5.5 6.4 5.8 5.4
1 3 3 1 2 5.2 5.2 5.6 6.4
1 3 3 1 2 5.7 1.2 5.4 4.7
1 1 3 1 2 5.5 2.4 2.3 5.2
1 1 1 1 2 4.9 5.3 5.6 5.4
1 1 1 1 3 4.9 6.4 5.5 5.4
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 2 2 1 4.9 5.2 4.6 4.2
1 1 3 1 1 5.2 6.4 5.5 3.5
1 3 3 1 1 4.9 5.2 4.6 4.2
1 2 2 1 1 5.2 5.3 5.7 2.3
1 2 1 1 2 5.2 4.7 5.6 4.5
1 3 3 1 2 4.9 6.4 5.5 5.4
1 2 2 1 3 5.9 5.2 4.6 4.2
1 1 3 2 1 4.9 4.7 5.6 4.5
1 1 1 1 3 3.2 5.4 5.6 5.4
1 3 3 1 1 4.9 6.4 4.6 4.2
1 1 3 2 1 4.9 4.7 5.6 4.5
1 1 3 1 3 5.2 5.2 5.7 4.2
1 2 3 1 3 4.9 5.2 4.6 4.2
1 3 2 1 1 4.9 6.4 5.5 3.5
1 2 2 1 1 5.2 4.7 5.6 4.5
1 2 2 2 3 4.9 5.4 5.6 5.4
1 1 3 2 3 4.9 5.2 4.6 4.2
1 2 2 1 2 5.2 6.4 5.5 3.5
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 1 1 2 5.2 5.3 5.7 2.3
1 3 2 1 1 5.2 4.7 5.6 4.5
1 1 3 1 2 4.9 6.4 5.5 5.4
1 2 1 2 3 5.9 5.2 4.6 4.2
1 2 1 1 1 4.9 4.7 5.6 4.5
1 1 1 2 3 4.9 6.4 5.5 5.4
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 2 2 1 4.9 5.3 5.7 2.3
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 1 1 3 4.9 6.4 5.5 5.4
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 2 2 1 4.9 5.3 5.7 2.3
1 1 3 1 1 5.2 4.7 5.6 4.5
1 3 3 1 1 4.9 5.2 4.6 4.2
1 1 2 1 2 6.9 5.4 4.1 4.8
1 1 1 1 3 6.8 6.4 4.8 4.7
1 1 2 1 2 2.2 4.7 4.7 4.7
1 1 1 1 3 3.4 5.2 5.4 5.4
1 2 2 1 2 6.5 5.3 2.9 3.7
1 2 1 1 3 4.8 5.3 5.5 5.2
1 2 2 1 3 3.8 6.4 3.9 6.4
1 2 1 1 2 5.2 5.2 5.8 5.2
1 2 2 1 2 3.4 5.2 5.2 5.3
1 3 1 1 1 5.5 6.4 5.8 4.7
1 3 2 1 1 2.4 5.2 5.9 6.4
1 3 3 1 1 3.5 5.3 6.4 5.2
1 3 3 1 2 6.9 4.7 5.7 4.7
1 3 3 1 2 5.5 6.4 5.8 5.4
1 3 3 1 2 5.2 5.2 5.6 6.4
1 3 3 1 2 5.7 1.2 5.4 4.7
1 1 3 1 2 5.5 2.4 2.3 5.2
1 1 1 1 2 4.9 5.3 5.6 5.4
1 1 1 1 3 4.9 6.4 5.5 5.4
1 1 2 1 2 2.2 4.7 4.7 4.7
1 1 1 1 3 3.4 5.2 5.4 5.4
1 2 2 1 2 6.5 5.3 2.9 3.7
1 2 1 1 3 4.8 5.3 5.5 5.2
1 2 2 1 3 3.8 6.4 3.9 6.4
1 2 1 1 2 5.2 5.2 5.8 5.2
1 2 2 1 2 3.4 5.2 5.2 5.3
1 3 1 1 1 5.5 6.4 5.8 4.7
1 3 2 1 1 2.4 5.2 5.9 6.4
1 3 3 1 1 3.5 5.3 6.4 5.2
1 3 3 1 2 6.9 4.7 5.7 4.7
1 3 3 1 2 5.5 6.4 5.8 5.4
1 3 3 1 2 5.2 5.2 5.6 6.4
1 3 3 1 2 5.7 1.2 5.4 4.7
1 2 2 1 3 4.9 6.4 5.5 5.4
1 3 3 1 1 4.9 5.2 4.6 4.2
2 2 2 1 1 5.2 4.7 5.6 4.5
2 2 2 1 3 4.9 5.4 5.6 5.4
2 1 1 1 3 3.2 6.4 4.6 4.2
2 2 1 1 2 5.2 4.7 5.6 4.5
2 3 3 1 1 4.9 5.2 5.7 4.2
2 1 3 2 1 4.9 5.2 4.6 4.2
2 1 1 1 3 3.2 6.4 5.5 3.5
2 2 2 1 1 5.2 4.7 5.6 4.5
2 2 2 1 3 4.9 5.4 5.6 5.4
2 2 1 1 2 5.2 4.7 5.6 4.5
2 3 3 1 2 4.9 6.4 5.5 5.4
2 2 2 1 3 5.9 5.2 4.6 4.2
2 1 3 2 1 4.9 4.7 5.6 4.5
2 1 1 1 3 3.2 5.4 5.6 5.4
2 3 3 1 1 4.9 6.4 4.6 4.2
2 1 3 2 1 4.9 4.7 5.6 4.5
2 1 3 1 3 5.2 5.2 5.7 4.2
2 2 3 1 3 4.9 5.2 4.6 4.2
2 3 2 1 1 4.9 6.4 5.5 3.5
2 2 2 1 1 5.2 4.7 5.6 4.5
2 2 2 2 3 4.9 5.4 5.6 5.4
2 1 3 2 3 4.9 5.2 4.6 4.2
2 2 2 1 2 5.2 6.4 5.5 3.5
2 3 3 1 1 4.9 5.2 4.6 4.2
2 1 1 1 2 5.2 5.3 5.7 2.3
2 3 2 1 1 5.2 4.7 5.6 4.5
2 1 3 1 2 4.9 6.4 5.5 5.4
2 2 1 2 3 5.9 5.2 4.6 4.2
2 2 1 1 1 5.7 4.7 6.9 6.7
2 2 1 1 1 5.1 5.4 6.8 2.1
2 3 2 1 1 3.1 6.4 2.2 2.5
2 2 2 2 3 2.3 4.7 3.4 3.1
2 2 2 2 1 2.8 6.4 6.5 5.5
2 1 2 2 1 6.9 5.2 6.9 5.7
2 1 2 2 1 6.8 4.7 6.8 4.8
2 3 3 1 1 2.2 5.4 2.2 4.6
2 2 3 1 1 3.4 6.4 3.4 2.2
2 2 3 1 1 6.5 4.7 6.5 2.5
2 2 3 1 2 4.8 5.2 5.5 2.6
2 2 3 1 2 3.8 4.7 2.4 2.8
2 1 1 1 3 5.2 4.7 3.5 2.9
2 1 1 2 1 3.4 5.4 6.9 5.4
2 3 1 2 3 5.7 6.4 5.5 3.1
2 2 1 2 1 5.1 5.3 5.2 2.5
2 2 1 2 1 3.1 2.3 5.7 3.8
2 3 1 2 3 2.3 4.5 5.5 3.4
2 2 2 2 3 2.8 5.4 2.8 3.6
2 1 3 2 3 4.9 5.2 4.6 4.2
2 2 2 1 2 5.2 6.4 5.5 3.5
2 3 3 1 1 4.9 5.2 4.6 4.2
2 1 1 1 2 5.2 5.3 5.7 2.3
2 3 2 1 1 5.2 4.7 5.6 4.5
2 1 3 1 2 4.9 6.4 5.5 5.4
2 2 1 2 3 5.9 5.2 4.6 4.2
2 2 1 1 1 5.7 4.7 6.9 6.7
2 2 1 1 1 5.1 5.4 6.8 2.1
2 3 2 1 1 3.1 6.4 2.2 2.5
2 2 2 2 3 2.3 4.7 3.4 3.1
2 2 2 2 1 2.8 6.4 6.5 5.5
2 1 2 2 1 6.9 5.2 6.9 5.7
2 1 2 2 1 6.8 4.7 6.8 4.8
2 3 3 1 1 2.2 5.4 2.2 4.6
2 2 3 1 1 3.4 6.4 3.4 2.2
2 2 3 1 1 6.5 4.7 6.5 2.5
2 2 3 1 2 4.8 5.2 5.5 2.6
2 1 2 2 1 6.9 4.2 3.4 2.5
2 1 2 2 1 6.8 4.5 3.9 6.6
2 3 2 2 3 2.2 3.1 2.2 6.8
2 1 2 1 3 3.4 3.5 5.4 6.5
2 2 1 1 1 5.7 4.7 6.9 6.7
2 2 1 1 1 5.1 5.4 6.8 2.1
2 3 2 1 1 3.1 6.4 2.2 2.5
2 2 2 2 3 2.3 4.7 3.4 3.1
2 2 2 2 1 2.8 6.4 6.5 5.5
2 1 2 2 1 6.9 5.2 6.9 5.7
2 1 2 2 1 6.8 4.7 6.8 4.8
2 3 3 1 1 2.2 5.4 2.2 4.6
2 2 3 1 1 3.4 6.4 3.4 2.2
2 2 3 1 1 6.5 4.7 6.5 2.5
2 2 3 1 2 4.8 5.2 5.5 2.6
2 2 3 1 2 3.8 4.7 2.4 2.8
2 1 1 1 3 5.2 4.7 3.5 2.9
2 1 1 2 1 3.4 5.4 6.9 5.4
2 3 1 2 3 5.7 6.4 5.5 3.1
2 2 1 2 1 5.1 5.3 5.2 2.5
2 2 1 2 1 3.1 2.3 5.7 3.8
2 3 1 2 3 2.3 4.5 5.5 3.4
2 2 2 2 3 2.8 5.4 2.8 3.6
2 1 3 2 3 4.9 5.2 4.6 4.2
2 2 2 1 2 5.2 6.4 5.5 3.5
2 3 3 1 1 4.9 5.2 4.6 4.2
2 1 1 1 2 5.2 5.3 5.7 2.3
2 3 1 2 3 5.7 6.4 5.5 3.1